DeJong, David N.; Liesenfeld, Roman; Moura, Guilherme V.; … - 2015
We develop a numerical procedure that facilitates efficient likelihood evaluation in applications involving non-linear and non-Gaussian state-space models. The procedure employs continuous approximations of filtering densities, and delivers unconditionally optimal global approximations of...